https://www.daiphys.com/portal/ 2026-04-18T04:30:47+00:00 https://www.daiphys.com/portal/ https://www.daiphys.com/portal/_media/wiki/dokuwiki.svg text/html 2025-05-02T02:32:02+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/basics.html?rev=1746153122&do=diff Basics References <https://paperswithcode.com/> text/html 2023-11-06T00:52:24+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/deep.html?rev=1699231944&do=diff Deep Learning Basics TBW Data Preparation Image Information - How to Resize Input Images (e.g., AlexNet, ResNet) <https://blog.shikoan.com/imagenet-preprocessing/> Information - Automatic Image Augmentation <https://sebastianraschka.com/blog/2023/data-augmentation-pytorch.html> Information - Tensor Layouts in Memory: NCHW vs NHWC <https://docs.nvidia.com/deeplearning/performance/dl-performance-convolutional/index.html> <https://gist.github.com/mingfeima/595f63e5dd2ac6f87fdb47df4ffe47… text/html 2025-05-15T06:22:50+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/gan.html?rev=1747290170&do=diff GAN Basics References <https://en.wikipedia.org/wiki/Generative_adversarial_network> text/html 2023-04-07T00:17:52+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/index.html?rev=1680826672&do=diff Machine Learning * Basics * Dataset * Decision Tree * Deep Learning * GAN * Image Classification * Image Generation * Image Regression * Image Segmentation * Image Translation * Large Language Model * Natural Language * Object Detection * Processor * Reinforcement Learning * Support Vector Machine * Tools * Transformer text/html 2023-05-11T00:33:48+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/svm.html?rev=1683765228&do=diff Support Vector Machine Basics References text/html 2023-08-28T00:35:27+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/transformer.html?rev=1693182927&do=diff Transformer Basics Publications <https://arxiv.org/abs/1706.03762> Vision Transformer (ViT) <https://paperswithcode.com/method/vision-transformer> <https://qiita.com/omiita/items/0049ade809c4817670d7> <https://qiita.com/zisui-sukitarou/items/d990a9630ff2c7f4abf2> <https://recruit.gmo.jp/engineer/jisedai/blog/vision_transformer/> References <https://deepsquare.jp/2020/07/transformer/> <https://qiita.com/omiita/items/07e69aef6c156d23c538> text/html 2023-05-11T00:33:02+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/tree.html?rev=1683765182&do=diff Decision Tree Basics Regression Tree Random Forest References